GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:0006091110 | Esophagus | ESCC | generation of precursor metabolites and energy | 331/8552 | 490/18723 | 3.86e-23 | 8.45e-21 | 331 |
GO:0015980110 | Esophagus | ESCC | energy derivation by oxidation of organic compounds | 220/8552 | 318/18723 | 1.20e-17 | 1.09e-15 | 220 |
GO:1904951111 | Esophagus | ESCC | positive regulation of establishment of protein localization | 216/8552 | 319/18723 | 1.01e-15 | 6.86e-14 | 216 |
GO:0051222111 | Esophagus | ESCC | positive regulation of protein transport | 204/8552 | 303/18723 | 1.56e-14 | 8.38e-13 | 204 |
GO:0046034111 | Esophagus | ESCC | ATP metabolic process | 189/8552 | 277/18723 | 1.99e-14 | 1.04e-12 | 189 |
GO:0006753110 | Esophagus | ESCC | nucleoside phosphate metabolic process | 288/8552 | 497/18723 | 1.80e-08 | 3.50e-07 | 288 |
GO:0019693111 | Esophagus | ESCC | ribose phosphate metabolic process | 234/8552 | 396/18723 | 4.24e-08 | 7.76e-07 | 234 |
GO:0009117111 | Esophagus | ESCC | nucleotide metabolic process | 282/8552 | 489/18723 | 4.70e-08 | 8.50e-07 | 282 |
GO:00059969 | Esophagus | ESCC | monosaccharide metabolic process | 159/8552 | 257/18723 | 1.11e-07 | 1.81e-06 | 159 |
GO:00193189 | Esophagus | ESCC | hexose metabolic process | 147/8552 | 237/18723 | 2.63e-07 | 3.94e-06 | 147 |
GO:0009259111 | Esophagus | ESCC | ribonucleotide metabolic process | 224/8552 | 385/18723 | 4.41e-07 | 6.00e-06 | 224 |
GO:0072521111 | Esophagus | ESCC | purine-containing compound metabolic process | 238/8552 | 416/18723 | 1.20e-06 | 1.49e-05 | 238 |
GO:0009150111 | Esophagus | ESCC | purine ribonucleotide metabolic process | 213/8552 | 368/18723 | 1.40e-06 | 1.69e-05 | 213 |
GO:0006163111 | Esophagus | ESCC | purine nucleotide metabolic process | 226/8552 | 396/18723 | 2.81e-06 | 3.21e-05 | 226 |
GO:00060069 | Esophagus | ESCC | glucose metabolic process | 119/8552 | 196/18723 | 1.51e-05 | 1.36e-04 | 119 |
GO:00442626 | Esophagus | ESCC | cellular carbohydrate metabolic process | 160/8552 | 283/18723 | 1.43e-04 | 9.66e-04 | 160 |
GO:000913219 | Esophagus | ESCC | nucleoside diphosphate metabolic process | 77/8552 | 124/18723 | 1.65e-04 | 1.09e-03 | 77 |
GO:000918520 | Esophagus | ESCC | ribonucleoside diphosphate metabolic process | 66/8552 | 106/18723 | 4.21e-04 | 2.39e-03 | 66 |
GO:001605216 | Esophagus | ESCC | carbohydrate catabolic process | 91/8552 | 154/18723 | 5.39e-04 | 2.97e-03 | 91 |
GO:000913520 | Esophagus | ESCC | purine nucleoside diphosphate metabolic process | 63/8552 | 103/18723 | 1.10e-03 | 5.52e-03 | 63 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0120023 | Esophagus | ESCC | Carbon metabolism | 79/4205 | 115/8465 | 2.50e-05 | 1.21e-04 | 6.22e-05 | 79 |
hsa0406629 | Esophagus | ESCC | HIF-1 signaling pathway | 75/4205 | 109/8465 | 3.66e-05 | 1.68e-04 | 8.60e-05 | 75 |
hsa0523018 | Esophagus | ESCC | Central carbon metabolism in cancer | 50/4205 | 70/8465 | 1.70e-04 | 6.62e-04 | 3.39e-04 | 50 |
hsa0415210 | Esophagus | ESCC | AMPK signaling pathway | 80/4205 | 121/8465 | 1.73e-04 | 6.67e-04 | 3.42e-04 | 80 |
hsa0491928 | Esophagus | ESCC | Thyroid hormone signaling pathway | 78/4205 | 121/8465 | 6.79e-04 | 2.23e-03 | 1.14e-03 | 78 |
hsa0123023 | Esophagus | ESCC | Biosynthesis of amino acids | 49/4205 | 75/8465 | 4.35e-03 | 1.12e-02 | 5.74e-03 | 49 |
hsa0001016 | Esophagus | ESCC | Glycolysis / Gluconeogenesis | 42/4205 | 67/8465 | 2.15e-02 | 4.78e-02 | 2.45e-02 | 42 |
hsa0492214 | Esophagus | ESCC | Glucagon signaling pathway | 64/4205 | 107/8465 | 2.18e-02 | 4.80e-02 | 2.46e-02 | 64 |
hsa0120033 | Esophagus | ESCC | Carbon metabolism | 79/4205 | 115/8465 | 2.50e-05 | 1.21e-04 | 6.22e-05 | 79 |
hsa04066113 | Esophagus | ESCC | HIF-1 signaling pathway | 75/4205 | 109/8465 | 3.66e-05 | 1.68e-04 | 8.60e-05 | 75 |
hsa0523019 | Esophagus | ESCC | Central carbon metabolism in cancer | 50/4205 | 70/8465 | 1.70e-04 | 6.62e-04 | 3.39e-04 | 50 |
hsa0415213 | Esophagus | ESCC | AMPK signaling pathway | 80/4205 | 121/8465 | 1.73e-04 | 6.67e-04 | 3.42e-04 | 80 |
hsa04919113 | Esophagus | ESCC | Thyroid hormone signaling pathway | 78/4205 | 121/8465 | 6.79e-04 | 2.23e-03 | 1.14e-03 | 78 |
hsa0123033 | Esophagus | ESCC | Biosynthesis of amino acids | 49/4205 | 75/8465 | 4.35e-03 | 1.12e-02 | 5.74e-03 | 49 |
hsa0001017 | Esophagus | ESCC | Glycolysis / Gluconeogenesis | 42/4205 | 67/8465 | 2.15e-02 | 4.78e-02 | 2.45e-02 | 42 |
hsa0492215 | Esophagus | ESCC | Glucagon signaling pathway | 64/4205 | 107/8465 | 2.18e-02 | 4.80e-02 | 2.46e-02 | 64 |
hsa030189 | Oral cavity | OSCC | RNA degradation | 59/3704 | 79/8465 | 2.05e-08 | 1.91e-07 | 9.70e-08 | 59 |
hsa0120014 | Oral cavity | OSCC | Carbon metabolism | 74/3704 | 115/8465 | 6.10e-06 | 3.05e-05 | 1.55e-05 | 74 |
hsa0523016 | Oral cavity | OSCC | Central carbon metabolism in cancer | 49/3704 | 70/8465 | 7.57e-06 | 3.59e-05 | 1.83e-05 | 49 |
hsa0406627 | Oral cavity | OSCC | HIF-1 signaling pathway | 68/3704 | 109/8465 | 6.30e-05 | 2.48e-04 | 1.26e-04 | 68 |
Hugo Symbol | Variant Class | Variant Classification | dbSNP RS | HGVSc | HGVSp | HGVSp Short | SWISSPROT | BIOTYPE | SIFT | PolyPhen | Tumor Sample Barcode | Tissue | Histology | Sex | Age | Stage | Therapy Types | Drugs | Outcome |
PFKM | SNV | Missense_Mutation | | c.1069N>T | p.Arg357Cys | p.R357C | P08237 | protein_coding | deleterious(0.03) | probably_damaging(0.924) | TCGA-AX-A0J1-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
PFKM | SNV | Missense_Mutation | novel | c.2188N>T | p.Leu730Phe | p.L730F | P08237 | protein_coding | deleterious(0.01) | probably_damaging(0.999) | TCGA-AX-A1CE-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unspecific | Paclitaxel | SD |
PFKM | SNV | Missense_Mutation | novel | c.950G>A | p.Arg317Gln | p.R317Q | P08237 | protein_coding | tolerated(0.16) | possibly_damaging(0.863) | TCGA-AX-A2HC-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | paclitaxel | PD |
PFKM | SNV | Missense_Mutation | rs766431669 | c.434N>T | p.Ser145Leu | p.S145L | P08237 | protein_coding | deleterious(0.02) | probably_damaging(0.998) | TCGA-B5-A1MR-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | III/IV | Unknown | Unknown | SD |
PFKM | SNV | Missense_Mutation | novel | c.2057N>G | p.Lys686Arg | p.K686R | P08237 | protein_coding | tolerated(0.06) | probably_damaging(0.996) | TCGA-B5-A1MR-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | III/IV | Unknown | Unknown | SD |
PFKM | SNV | Missense_Mutation | novel | c.841C>A | p.Arg281Ser | p.R281S | P08237 | protein_coding | deleterious(0) | probably_damaging(0.997) | TCGA-B5-A1MX-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Hormone Therapy | megace | SD |
PFKM | SNV | Missense_Mutation | novel | c.1634C>A | p.Pro545His | p.P545H | P08237 | protein_coding | deleterious(0) | probably_damaging(0.967) | TCGA-B5-A1MX-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Hormone Therapy | megace | SD |
PFKM | SNV | Missense_Mutation | | c.752N>T | p.Ser251Phe | p.S251F | P08237 | protein_coding | deleterious(0) | probably_damaging(0.999) | TCGA-B5-A3FA-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
PFKM | SNV | Missense_Mutation | novel | c.2501N>G | p.Asp834Gly | p.D834G | P08237 | protein_coding | tolerated_low_confidence(0.13) | benign(0.146) | TCGA-B5-A3FA-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
PFKM | SNV | Missense_Mutation | novel | c.1664N>G | p.Asn555Ser | p.N555S | P08237 | protein_coding | tolerated(0.37) | benign(0.084) | TCGA-B5-A3FC-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |